Hinge Loss for SVM

This article at OpenGenus will examine the notion of Hinge loss for SVM, providing insight into loss function.

Table of Contents:

IntroductionThe Hinge Loss FunctionSoft Margin ClassificationThe Regularization ParameterCode for Hinge Loss for SVMAdvantages and disadvantages of Hinge loss for SVMComparison between Loss FunctionsConclusionIntroduction

Support Vector Machines (SVMs) are a powerful class of supervised machine learning algorithms that can be used for both classification and...